Plot inter-model agreement — plot_model

Creates diagnostic visualizations for model agreement or pairwise correlation results.

Usage

plot_model_agreement(data, type = c("metrics", "heatmap"), method = NULL)

Arguments

data: Output of model_agreement() (for type = "metrics") or model_pairwise_cor() (for type = "heatmap").
type: Character. "metrics" for a dot plot of agreement statistics; "heatmap" for a pairwise correlation tile plot.
method: Character. Correlation method to plot when type = "heatmap": "spearman" for rank correlations or "pearson" for linear correlations on the continuous scores. If NULL (default), Spearman is used when available, otherwise Pearson is used.

Value

A ggplot2 object.

Examples

if (FALSE) { # \dontrun{
plot_model_agreement(model_agreement(agg, outcome = "mean_rating"),
  type = "metrics")
plot_model_agreement(model_pairwise_cor(agg, outcome = "mean_rating"),
  type = "heatmap")
plot_model_agreement(model_pairwise_cor(agg, outcome = "mean_rating"),
  type = "heatmap", method = "pearson")
} # }